Tender Details

Country: Netherlands
Summary: Verification and Validation Methods for Machine Learning Algorithms
NLT Ref No: 104172450
Deadline: 13 Aug 2024
Financier: Other Funding Agencies
Purchaser Ownership: Government
Tender Value: Refer Document
Notice Type: Tender
Document Ref. No.: 1-12349
Purchaser's Detail:
Login to see full purchaser details. Login to see full purchaser details. Login to see full purchaser details. Login to see full purchaser details. Login to see full purchaser details. Login to see full purchaser details. Login to see full purchaser details. Login to see full purchaser details. Login to see full purchaser details.
Login to see details
Description:
Tenders are invited for Verification and Validation Methods for Machine Learning Algorithms - Expro+. define verification and validation methods for applications relying on Machine LearningtechniquesDescriptionCurrently, Machine Learning (ML) is starting to be integrated in more and more areas of the spaceindustry, some of them are safety or mission-critical (e.g. vision-based navigation). Onefundamental challenge for this adoption process is the limited ability of verifying the results of MLalgorithms and establishing the required confidence in them. In particular, for supervised learningalgorithms, at runtime there is no base truth available for the validation, so conventional validationmethods prove to be ineffective.An effort has to be made to assess the available formal and non-formal verification and validationmethods in this context and define a subset of guidelines and recommendations for specific usecases and types of machine learning.This activity encompasses the following tasks:- Analysis of the ML techniques intended to be used in the frame of critical applications.- Analysis of verification and validation techniques that can be applied on the identified MLtechniques- Identification of representative use cases- Selection or development of the ML models related to the use cases- Application of the verification and validation techniques- Assessment and recommendationsSoftware shall be delivered under ESA Software Community Licence. Open Date: 11/07/2024 17:02 CET Closing Date: 13/08/2024 13:00 CET Price Range: 200-500 KEURO
Documents:

If you are registered member, kindly login to view full details of this tender notice:

Verification and Validation Methods for Machine Learning Algorithms - Netherlands Tender

The EUROPEAN SPACE RESEARCH AND TECHNOLOGY CENTRE, a Government sector organization in Netherlands, has announced a new tender for Verification and Validation Methods for Machine Learning Algorithms. This tender is published on NetherlandsTenders under NLT Ref No: 104172450 and is categorized as a Tender. Interested and eligible suppliers are invited to participate by reviewing the tender documents and submitting their bids before the deadline on 2024-08-13.

The estimated tender value is Refer Document, and full details, including technical specifications and submission requirements, are provided in the official tender documents. Ensure all submissions meet the criteria outlined to be considered for evaluation.